Yuan Yao

Yuan Yao

Nanjing University

H-index: 21

Asia-China

About Yuan Yao

Yuan Yao, With an exceptional h-index of 21 and a recent h-index of 19 (since 2020), a distinguished researcher at Nanjing University, specializes in the field of Software Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning with logical constraints but without shortcut satisfaction

Softened symbol grounding for neuro-symbolic systems

An embarrassingly simple backdoor attack on self-supervised learning

Lightweight Approaches to DNN Regression Error Reduction: An Uncertainty Alignment Perspective

Data quality matters: A case study of obsolete comment detection

On the Vulnerability of Graph Learning-based Collaborative Filtering

Dynamic Data Fault Localization for Deep Neural Networks

MUSENET: Multi-scenario learning for repeat-aware personalized recommendation

Yuan Yao Information

University

Position

Associate Professor

Citations(all)

1370

Citations(since 2020)

1064

Cited By

634

hIndex(all)

21

hIndex(since 2020)

19

i10Index(all)

35

i10Index(since 2020)

29

Email

University Profile Page

Nanjing University

Google Scholar

View Google Scholar Profile

Yuan Yao Skills & Research Interests

Software Intelligence

Top articles of Yuan Yao

Title

Journal

Author(s)

Publication Date

Learning with logical constraints but without shortcut satisfaction

arXiv preprint arXiv:2403.00329

Zenan Li

Zehua Liu

Yuan Yao

Jingwei Xu

Taolue Chen

...

2024/3/1

Softened symbol grounding for neuro-symbolic systems

arXiv preprint arXiv:2403.00323

Zenan Li

Yuan Yao

Taolue Chen

Jingwei Xu

Chun Cao

...

2024/3/1

An embarrassingly simple backdoor attack on self-supervised learning

Changjiang Li

Ren Pang

Zhaohan Xi

Tianyu Du

Shouling Ji

...

2022/10/13

Lightweight Approaches to DNN Regression Error Reduction: An Uncertainty Alignment Perspective

Zenan Li

Maorun Zhang

Jingwei Xu

Yuan Yao

Chun Cao

...

2023/5/14

Data quality matters: A case study of obsolete comment detection

Shengbin Xu

Yuan Yao

Feng Xu

Tianxiao Gu

Jingwei Xu

...

2023/5/14

On the Vulnerability of Graph Learning-based Collaborative Filtering

ACM Transactions on Information Systems

Senrong Xu

Liangyue Li

Zenan Li

Yuan Yao

Feng Xu

...

2023/3/23

Dynamic Data Fault Localization for Deep Neural Networks

Yining Yin

Yang Feng

Shihao Weng

Zixi Liu

Yuan Yao

...

2023/11/30

MUSENET: Multi-scenario learning for repeat-aware personalized recommendation

Senrong Xu

Liangyue Li

Yuan Yao

Zulong Chen

Han Wu

...

2023/2/27

Hybrid API migration: A marriage of small API mapping models and large language models

Bingzhe Zhou

Xinying Wang

Shengbin Xu

Yuan Yao

Minxue Pan

...

2023/8/4

Towards robust neural graph collaborative filtering via structure denoising and embedding perturbation

ACM Transactions on Information Systems

Haibo Ye

Xinjie Li

Yuan Yao

Hanghang Tong

2023/2/7

ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes

Shengwei An

Yuan Yao

Qiuling Xu

Shiqing Ma

Guanhong Tao

...

2023/5/21

Mirror: Model inversion for deep learning network with high fidelity

Proceedings of the 29th Network and Distributed System Security Symposium

Shengwei An

Guanhong Tao

Qiuling Xu

Yingqi Liu

Guangyu Shen

...

2022/1

Combining code context and fine-grained code difference for commit message generation

Shengbin Xu

Yuan Yao

Feng Xu

Tianxiao Gu

Hanghang Tong

2022/6/11

Untangling Composite Commits by Attributed Graph Clustering

Siyu Chen

Shengbin Xu

Yuan Yao

Feng Xu

2022/6/11

A Deep Learning Dataloader with Shared Data Preparation

Advances in Neural Information Processing Systems

Jingwei Xu

Guochang Wang

Yuan Yao

Zenan Li

Chun Cao

...

2022/12/6

Describectx: context-aware description synthesis for sensitive behaviors in mobile apps

Shao Yang

Yuehan Wang

Yuan Yao

Haoyu Wang

Yanfang Ye

...

2022/5/21

An invisible black-box backdoor attack through frequency domain

Tong Wang

Yuan Yao

Feng Xu

Shengwei An

Hanghang Tong

...

2022

Detecting topology attacks against graph neural networks

arXiv preprint arXiv:2204.10072

Senrong Xu

Yuan Yao

Liangyue Li

Wei Yang

Feng Xu

...

2022/4/21

ADEPT: A testing platform for simulated autonomous driving

Sen Wang

Zhuheng Sheng

Jingwei Xu

Taolue Chen

Junjun Zhu

...

2022/10/10

Structure meets sequences: Predicting network of co-evolving sequences

Yaojing Wang

Yuan Yao

Feng Xu

Yada Zhu

Hanghang Tong

2022/2/11

See List of Professors in Yuan Yao University(Nanjing University)

Co-Authors

H-index: 78
Tao Xie

Tao Xie

Peking University

H-index: 72
Xifeng Yan

Xifeng Yan

University of California, Santa Barbara

H-index: 67
Boleslaw Szymanski

Boleslaw Szymanski

Rensselaer Polytechnic Institute

H-index: 66
Hanghang Tong

Hanghang Tong

University of Illinois at Urbana-Champaign

H-index: 50
Leman Akoglu

Leman Akoglu

Carnegie Mellon University

H-index: 30
Xianping Tao

Xianping Tao

Nanjing University

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